Background Green Screen Refuses to Render
So immediately after writing this post, I had a realization. Sometimes objects don't show up in the 3D viewer, so you increase the distance you can see by hitting 'N' and going to 'View'. However I can already see it in the 3D Viewer, but then I thought that there were different properties set to the camera than the 3D Viewport.
There is a post that deals with this, which makes my post a duplicate.
How do I increase the render distance?